Dataset statistics
| Number of variables | 14 |
|---|---|
| Number of observations | 7998 |
| Missing cells | 14551 |
| Missing cells (%) | 13.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 874.9 KiB |
| Average record size in memory | 112.0 B |
Variable types
| Categorical | 1 |
|---|---|
| Numeric | 13 |
Variable descriptions
| co_gt | stuendlich gemittelte CO-Konzentration |
|---|---|
| pt08_s1_co | stuendlich gemittelte Sensorreaktion (nominell auf CO ausgerichtet) (Zinnoxid) |
| nmhc_gt | stuendlich gemittelte Gesamtkonzentration an nicht-metanischem Kohlenwasserstoff |
| c6h6_gt | stuendlich gemittelte Benzolkonzentration |
| pt08_s2_nmhc | stuendlich gemittelte Sensorreaktion (nominell auf NMHC ausgerichtet) (Titandioxid) |
| nox_gt | Echte stuendlich gemittelte NOx-Konzentration |
| pt08_s3_nox | stuendlich gemitteltes Sensoransprechverhalten (nominell auf NOx ausgerichtet) |
| no2_gt | stuendlich gemittelte NO2-Konzentration |
| pt08_s4_no2 | stuendlich gemittelte Sensorreaktion (nominell auf NO2 ausgerichtet) (Wolframoxid) |
| pt08_s5_o3 | stuendlich gemitteltes Sensoransprechverhalten (nominell O3-bezogen) (Indiumoxid) |
| t | Temperatur |
| rh | Relative Luftfeuchtigkeit |
| ah | Absolute Luftfeuchtigkeit |
| month | Monate der Erfassung |
| hour | Stunden der Erfassung |
date has a high cardinality: 7998 distinct values | High cardinality |
co_gt is highly correlated with pt08_s1_co and 8 other fields | High correlation |
pt08_s1_co is highly correlated with co_gt and 8 other fields | High correlation |
nmhc_gt is highly correlated with co_gt and 9 other fields | High correlation |
c6h6_gt is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s2_nmhc is highly correlated with co_gt and 8 other fields | High correlation |
nox_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s3_nox is highly correlated with co_gt and 8 other fields | High correlation |
no2_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s4_no2 is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s5_o3 is highly correlated with co_gt and 8 other fields | High correlation |
t is highly correlated with nmhc_gt and 3 other fields | High correlation |
rh is highly correlated with t | High correlation |
ah is highly correlated with pt08_s4_no2 and 1 other fields | High correlation |
co_gt is highly correlated with pt08_s1_co and 8 other fields | High correlation |
pt08_s1_co is highly correlated with co_gt and 8 other fields | High correlation |
nmhc_gt is highly correlated with co_gt and 8 other fields | High correlation |
c6h6_gt is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s2_nmhc is highly correlated with co_gt and 8 other fields | High correlation |
nox_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s3_nox is highly correlated with co_gt and 8 other fields | High correlation |
no2_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s4_no2 is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s5_o3 is highly correlated with co_gt and 8 other fields | High correlation |
t is highly correlated with pt08_s4_no2 and 2 other fields | High correlation |
rh is highly correlated with t | High correlation |
ah is highly correlated with pt08_s4_no2 and 1 other fields | High correlation |
co_gt is highly correlated with pt08_s1_co and 7 other fields | High correlation |
pt08_s1_co is highly correlated with co_gt and 8 other fields | High correlation |
nmhc_gt is highly correlated with co_gt and 8 other fields | High correlation |
c6h6_gt is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s2_nmhc is highly correlated with co_gt and 8 other fields | High correlation |
nox_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s3_nox is highly correlated with co_gt and 6 other fields | High correlation |
no2_gt is highly correlated with co_gt and 6 other fields | High correlation |
pt08_s4_no2 is highly correlated with pt08_s1_co and 3 other fields | High correlation |
pt08_s5_o3 is highly correlated with co_gt and 7 other fields | High correlation |
co_gt is highly correlated with pt08_s1_co and 8 other fields | High correlation |
pt08_s1_co is highly correlated with co_gt and 8 other fields | High correlation |
nmhc_gt is highly correlated with co_gt and 8 other fields | High correlation |
c6h6_gt is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s2_nmhc is highly correlated with co_gt and 8 other fields | High correlation |
nox_gt is highly correlated with co_gt and 8 other fields | High correlation |
pt08_s3_nox is highly correlated with co_gt and 8 other fields | High correlation |
no2_gt is highly correlated with co_gt and 7 other fields | High correlation |
pt08_s4_no2 is highly correlated with co_gt and 9 other fields | High correlation |
pt08_s5_o3 is highly correlated with co_gt and 8 other fields | High correlation |
t is highly correlated with pt08_s4_no2 and 2 other fields | High correlation |
rh is highly correlated with t | High correlation |
ah is highly correlated with pt08_s4_no2 and 1 other fields | High correlation |
co_gt has 1654 (20.7%) missing values | Missing |
pt08_s1_co has 289 (3.6%) missing values | Missing |
nmhc_gt has 7084 (88.6%) missing values | Missing |
c6h6_gt has 289 (3.6%) missing values | Missing |
pt08_s2_nmhc has 289 (3.6%) missing values | Missing |
nox_gt has 1604 (20.1%) missing values | Missing |
pt08_s3_nox has 289 (3.6%) missing values | Missing |
no2_gt has 1607 (20.1%) missing values | Missing |
pt08_s4_no2 has 289 (3.6%) missing values | Missing |
pt08_s5_o3 has 289 (3.6%) missing values | Missing |
t has 289 (3.6%) missing values | Missing |
rh has 289 (3.6%) missing values | Missing |
ah has 290 (3.6%) missing values | Missing |
date is uniformly distributed | Uniform |
date has unique values | Unique |
Reproduction
| Analysis started | 2022-05-02 20:41:19.391609 |
|---|---|
| Analysis finished | 2022-05-02 20:41:44.766359 |
| Duration | 25.37 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
| Distinct | 7998 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 62.6 KiB |
| 2004-03-10 18:00:00 | 1 |
|---|---|
| 2004-10-18 17:00:00 | 1 |
| 2004-10-19 06:00:00 | 1 |
| 2004-10-19 05:00:00 | 1 |
| 2004-10-19 04:00:00 | 1 |
| Other values (7993) |
Length
| Max length | 19 |
|---|---|
| Median length | 19 |
| Mean length | 19 |
| Min length | 19 |
Characters and Unicode
| Total characters | 0 |
|---|---|
| Distinct characters | 0 |
| Distinct categories | 0 ? |
| Distinct scripts | 0 ? |
| Distinct blocks | 0 ? |
Unique
| Unique | 7998 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | 2004-03-10 18:00:00 |
|---|---|
| 2nd row | 2004-03-10 19:00:00 |
| 3rd row | 2004-03-10 20:00:00 |
| 4th row | 2004-03-10 21:00:00 |
| 5th row | 2004-03-10 22:00:00 |
Common Values
| Value | Count | Frequency (%) |
| 2004-03-10 18:00:00 | 1 | < 0.1% |
| 2004-10-18 17:00:00 | 1 | < 0.1% |
| 2004-10-19 06:00:00 | 1 | < 0.1% |
| 2004-10-19 05:00:00 | 1 | < 0.1% |
| 2004-10-19 04:00:00 | 1 | < 0.1% |
| 2004-10-19 03:00:00 | 1 | < 0.1% |
| 2004-10-19 02:00:00 | 1 | < 0.1% |
| 2004-10-19 01:00:00 | 1 | < 0.1% |
| 2004-10-19 00:00:00 | 1 | < 0.1% |
| 2004-10-18 23:00:00 | 1 | < 0.1% |
| Other values (7988) | 7988 |
Length
| Value | Count | Frequency (%) |
| 19:00:00 | 334 | 2.1% |
| 20:00:00 | 334 | 2.1% |
| 18:00:00 | 334 | 2.1% |
| 23:00:00 | 334 | 2.1% |
| 22:00:00 | 334 | 2.1% |
| 21:00:00 | 334 | 2.1% |
| 07:00:00 | 333 | 2.1% |
| 08:00:00 | 333 | 2.1% |
| 09:00:00 | 333 | 2.1% |
| 10:00:00 | 333 | 2.1% |
| Other values (348) | 12660 |
Most occurring characters
| Value | Count | Frequency (%) |
| No values found. | ||
Most occurring categories
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per category
Most occurring scripts
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per script
Most occurring blocks
| Value | Count | Frequency (%) |
| No values found. | ||
Most frequent character per block
co_gt
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte CO-Konzentration
| Distinct | 95 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 1654 |
| Missing (%) | 20.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.185734552 |
| Minimum | 0.1 |
|---|---|
| Maximum | 11.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.5 |
| Q1 | 1.1 |
| median | 1.9 |
| Q3 | 2.9 |
| 95-th percentile | 5 |
| Maximum | 11.9 |
| Range | 11.8 |
| Interquartile range (IQR) | 1.8 |
Descriptive statistics
| Standard deviation | 1.476284701 |
|---|---|
| Coefficient of variation (CV) | 0.6754181103 |
| Kurtosis | 2.726542297 |
| Mean | 2.185734552 |
| Median Absolute Deviation (MAD) | 0.9 |
| Skewness | 1.368798365 |
| Sum | 13866.3 |
| Variance | 2.179416519 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 240 | 3.0% |
| 1.6 | 227 | 2.8% |
| 1.7 | 221 | 2.8% |
| 1.4 | 215 | 2.7% |
| 1.5 | 215 | 2.7% |
| 0.7 | 214 | 2.7% |
| 1.3 | 212 | 2.7% |
| 1.2 | 209 | 2.6% |
| 1.1 | 203 | 2.5% |
| 0.6 | 197 | 2.5% |
| Other values (85) | 4191 | |
| (Missing) | 1654 | 20.7% |
| Value | Count | Frequency (%) |
| 0.1 | 25 | 0.3% |
| 0.2 | 37 | 0.5% |
| 0.3 | 87 | 1.1% |
| 0.4 | 134 | |
| 0.5 | 181 | |
| 0.6 | 197 | |
| 0.7 | 214 | |
| 0.8 | 197 | |
| 0.9 | 192 | |
| 1 | 240 |
| Value | Count | Frequency (%) |
| 11.9 | 1 | |
| 11.5 | 1 | |
| 10.2 | 2 | |
| 10.1 | 1 | |
| 9.9 | 1 | |
| 9.5 | 1 | |
| 9.4 | 1 | |
| 9.3 | 1 | |
| 9.2 | 1 | |
| 9.1 | 2 |
pt08_s1_co
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte Sensorreaktion (nominell auf CO ausgerichtet) (Zinnoxid)
| Distinct | 1027 |
|---|---|
| Distinct (%) | 13.3% |
| Missing | 289 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1098.303412 |
| Minimum | 647 |
|---|---|
| Maximum | 2040 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 647 |
|---|---|
| 5-th percentile | 806 |
| Q1 | 932 |
| median | 1061 |
| Q3 | 1234 |
| 95-th percentile | 1510 |
| Maximum | 2040 |
| Range | 1393 |
| Interquartile range (IQR) | 302 |
Descriptive statistics
| Standard deviation | 219.9384571 |
|---|---|
| Coefficient of variation (CV) | 0.2002529126 |
| Kurtosis | 0.3247265541 |
| Mean | 1098.303412 |
| Median Absolute Deviation (MAD) | 145 |
| Skewness | 0.7563541242 |
| Sum | 8466821 |
| Variance | 48372.92492 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 969 | 25 | 0.3% |
| 973 | 24 | 0.3% |
| 1100 | 24 | 0.3% |
| 925 | 24 | 0.3% |
| 892 | 22 | 0.3% |
| 966 | 22 | 0.3% |
| 962 | 22 | 0.3% |
| 1050 | 22 | 0.3% |
| 1053 | 21 | 0.3% |
| 987 | 21 | 0.3% |
| Other values (1017) | 7482 | |
| (Missing) | 289 | 3.6% |
| Value | Count | Frequency (%) |
| 647 | 1 | < 0.1% |
| 649 | 1 | < 0.1% |
| 655 | 1 | < 0.1% |
| 667 | 3 | |
| 669 | 1 | < 0.1% |
| 676 | 1 | < 0.1% |
| 678 | 1 | < 0.1% |
| 679 | 1 | < 0.1% |
| 681 | 1 | < 0.1% |
| 683 | 2 |
| Value | Count | Frequency (%) |
| 2040 | 1 | |
| 2008 | 1 | |
| 1982 | 1 | |
| 1975 | 1 | |
| 1973 | 1 | |
| 1961 | 1 | |
| 1956 | 1 | |
| 1934 | 1 | |
| 1918 | 1 | |
| 1917 | 1 |
nmhc_gt
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte Gesamtkonzentration an nicht-metanischem Kohlenwasserstoff
| Distinct | 429 |
|---|---|
| Distinct (%) | 46.9% |
| Missing | 7084 |
| Missing (%) | 88.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 218.8118162 |
| Minimum | 7 |
|---|---|
| Maximum | 1189 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 28.65 |
| Q1 | 67 |
| median | 150 |
| Q3 | 297 |
| 95-th percentile | 661.4 |
| Maximum | 1189 |
| Range | 1182 |
| Interquartile range (IQR) | 230 |
Descriptive statistics
| Standard deviation | 204.4599213 |
|---|---|
| Coefficient of variation (CV) | 0.9344098724 |
| Kurtosis | 2.270289034 |
| Mean | 218.8118162 |
| Median Absolute Deviation (MAD) | 94 |
| Skewness | 1.557017103 |
| Sum | 199994 |
| Variance | 41803.8594 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 66 | 14 | 0.2% |
| 40 | 9 | 0.1% |
| 29 | 9 | 0.1% |
| 88 | 8 | 0.1% |
| 93 | 8 | 0.1% |
| 84 | 7 | 0.1% |
| 55 | 7 | 0.1% |
| 95 | 7 | 0.1% |
| 60 | 7 | 0.1% |
| 57 | 7 | 0.1% |
| Other values (419) | 831 | 10.4% |
| (Missing) | 7084 |
| Value | Count | Frequency (%) |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| 14 | 2 | |
| 16 | 1 | < 0.1% |
| 17 | 4 | |
| 18 | 2 | |
| 19 | 2 |
| Value | Count | Frequency (%) |
| 1189 | 1 | |
| 1129 | 1 | |
| 1084 | 1 | |
| 1042 | 1 | |
| 974 | 1 | |
| 926 | 1 | |
| 899 | 1 | |
| 880 | 1 | |
| 872 | 1 | |
| 840 | 1 |
c6h6_gt
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte Benzolkonzentration
| Distinct | 405 |
|---|---|
| Distinct (%) | 5.3% |
| Missing | 289 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.4582047 |
| Minimum | 0.1 |
|---|---|
| Maximum | 63.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 1.8 |
| Q1 | 4.7 |
| median | 8.6 |
| Q3 | 14.4 |
| 95-th percentile | 25.06 |
| Maximum | 63.7 |
| Range | 63.6 |
| Interquartile range (IQR) | 9.7 |
Descriptive statistics
| Standard deviation | 7.580281907 |
|---|---|
| Coefficient of variation (CV) | 0.724816747 |
| Kurtosis | 2.421728425 |
| Mean | 10.4582047 |
| Median Absolute Deviation (MAD) | 4.5 |
| Skewness | 1.336666649 |
| Sum | 80622.3 |
| Variance | 57.46067379 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 68 | 0.9% |
| 3.6 | 68 | 0.9% |
| 2.8 | 67 | 0.8% |
| 4 | 67 | 0.8% |
| 3.8 | 65 | 0.8% |
| 2.6 | 63 | 0.8% |
| 5.4 | 62 | 0.8% |
| 6 | 62 | 0.8% |
| 3.1 | 61 | 0.8% |
| 6.4 | 59 | 0.7% |
| Other values (395) | 7067 | |
| (Missing) | 289 | 3.6% |
| Value | Count | Frequency (%) |
| 0.1 | 2 | < 0.1% |
| 0.2 | 5 | 0.1% |
| 0.3 | 7 | 0.1% |
| 0.4 | 13 | |
| 0.5 | 15 | |
| 0.6 | 17 | |
| 0.7 | 25 | |
| 0.8 | 18 | |
| 0.9 | 19 | |
| 1 | 17 |
| Value | Count | Frequency (%) |
| 63.7 | 1 | |
| 52.1 | 1 | |
| 50.8 | 1 | |
| 50.7 | 1 | |
| 50.6 | 1 | |
| 49.5 | 1 | |
| 49.4 | 1 | |
| 48.2 | 1 | |
| 47.7 | 1 | |
| 47.5 | 1 |
pt08_s2_nmhc
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte Sensorreaktion (nominell auf NMHC ausgerichtet) (Titandioxid)
| Distinct | 1221 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 289 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 953.5794526 |
| Minimum | 383 |
|---|---|
| Maximum | 2214 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 383 |
|---|---|
| 5-th percentile | 570.4 |
| Q1 | 749 |
| median | 925 |
| Q3 | 1130 |
| 95-th percentile | 1430.6 |
| Maximum | 2214 |
| Range | 1831 |
| Interquartile range (IQR) | 381 |
Descriptive statistics
| Standard deviation | 268.0359112 |
|---|---|
| Coefficient of variation (CV) | 0.2810839836 |
| Kurtosis | 0.05623062993 |
| Mean | 953.5794526 |
| Median Absolute Deviation (MAD) | 189 |
| Skewness | 0.5409852901 |
| Sum | 7351144 |
| Variance | 71843.24969 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 853 | 22 | 0.3% |
| 776 | 20 | 0.3% |
| 859 | 20 | 0.3% |
| 814 | 19 | 0.2% |
| 880 | 19 | 0.2% |
| 769 | 19 | 0.2% |
| 850 | 18 | 0.2% |
| 962 | 18 | 0.2% |
| 900 | 18 | 0.2% |
| 890 | 18 | 0.2% |
| Other values (1211) | 7518 | |
| (Missing) | 289 | 3.6% |
| Value | Count | Frequency (%) |
| 383 | 2 | |
| 388 | 1 | < 0.1% |
| 390 | 1 | < 0.1% |
| 397 | 1 | < 0.1% |
| 399 | 1 | < 0.1% |
| 402 | 1 | < 0.1% |
| 407 | 1 | < 0.1% |
| 410 | 1 | < 0.1% |
| 412 | 3 | |
| 415 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2214 | 1 | |
| 2007 | 1 | |
| 1983 | 1 | |
| 1981 | 1 | |
| 1980 | 1 | |
| 1959 | 1 | |
| 1958 | 1 | |
| 1935 | 1 | |
| 1924 | 1 | |
| 1920 | 1 |
nox_gt
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGEchte stuendlich gemittelte NOx-Konzentration
| Distinct | 890 |
|---|---|
| Distinct (%) | 13.9% |
| Missing | 1604 |
| Missing (%) | 20.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 236.6709415 |
| Minimum | 2 |
|---|---|
| Maximum | 1479 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 89 |
| median | 165 |
| Q3 | 309 |
| 95-th percentile | 703.35 |
| Maximum | 1479 |
| Range | 1477 |
| Interquartile range (IQR) | 220 |
Descriptive statistics
| Standard deviation | 216.1546869 |
|---|---|
| Coefficient of variation (CV) | 0.9133131662 |
| Kurtosis | 3.840367645 |
| Mean | 236.6709415 |
| Median Absolute Deviation (MAD) | 94 |
| Skewness | 1.839143028 |
| Sum | 1513274 |
| Variance | 46722.84869 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 89 | 39 | 0.5% |
| 65 | 37 | 0.5% |
| 41 | 36 | 0.5% |
| 57 | 32 | 0.4% |
| 51 | 32 | 0.4% |
| 61 | 31 | 0.4% |
| 180 | 31 | 0.4% |
| 46 | 31 | 0.4% |
| 93 | 31 | 0.4% |
| 72 | 30 | 0.4% |
| Other values (880) | 6064 | |
| (Missing) | 1604 | 20.1% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 4 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 3 | |
| 11 | 4 | |
| 12 | 4 | |
| 13 | 4 |
| Value | Count | Frequency (%) |
| 1479 | 1 | |
| 1389 | 2 | |
| 1369 | 1 | |
| 1358 | 1 | |
| 1345 | 1 | |
| 1310 | 1 | |
| 1301 | 1 | |
| 1290 | 1 | |
| 1253 | 1 | |
| 1247 | 1 |
pt08_s3_nox
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemitteltes Sensoransprechverhalten (nominell auf NOx ausgerichtet)
| Distinct | 1203 |
|---|---|
| Distinct (%) | 15.6% |
| Missing | 289 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 848.7626151 |
| Minimum | 322 |
|---|---|
| Maximum | 2683 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 322 |
|---|---|
| 5-th percentile | 491 |
| Q1 | 672 |
| median | 818 |
| Q3 | 984 |
| 95-th percentile | 1307.2 |
| Maximum | 2683 |
| Range | 2361 |
| Interquartile range (IQR) | 312 |
Descriptive statistics
| Standard deviation | 259.6389982 |
|---|---|
| Coefficient of variation (CV) | 0.3059029622 |
| Kurtosis | 2.740731223 |
| Mean | 848.7626151 |
| Median Absolute Deviation (MAD) | 155 |
| Skewness | 1.117558096 |
| Sum | 6543111 |
| Variance | 67412.40939 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 733 | 24 | 0.3% |
| 846 | 24 | 0.3% |
| 767 | 22 | 0.3% |
| 816 | 21 | 0.3% |
| 800 | 21 | 0.3% |
| 876 | 20 | 0.3% |
| 685 | 20 | 0.3% |
| 765 | 20 | 0.3% |
| 748 | 19 | 0.2% |
| 764 | 19 | 0.2% |
| Other values (1193) | 7499 | |
| (Missing) | 289 | 3.6% |
| Value | Count | Frequency (%) |
| 322 | 1 | |
| 325 | 2 | |
| 328 | 1 | |
| 330 | 1 | |
| 334 | 1 | |
| 335 | 1 | |
| 340 | 2 | |
| 341 | 1 | |
| 347 | 2 | |
| 348 | 1 |
| Value | Count | Frequency (%) |
| 2683 | 1 | |
| 2559 | 1 | |
| 2542 | 1 | |
| 2331 | 1 | |
| 2327 | 1 | |
| 2318 | 1 | |
| 2294 | 1 | |
| 2121 | 1 | |
| 2095 | 2 | |
| 2081 | 1 |
no2_gt
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte NO2-Konzentration
| Distinct | 267 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 1607 |
| Missing (%) | 20.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.8000313 |
| Minimum | 2 |
|---|---|
| Maximum | 333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 41 |
| Q1 | 73 |
| median | 103 |
| Q3 | 133 |
| 95-th percentile | 187 |
| Maximum | 333 |
| Range | 331 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 44.9179855 |
|---|---|
| Coefficient of variation (CV) | 0.4205802653 |
| Kurtosis | 0.574688148 |
| Mean | 106.8000313 |
| Median Absolute Deviation (MAD) | 30 |
| Skewness | 0.602514942 |
| Sum | 682559 |
| Variance | 2017.625421 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 97 | 72 | 0.9% |
| 95 | 69 | 0.9% |
| 101 | 67 | 0.8% |
| 96 | 66 | 0.8% |
| 114 | 65 | 0.8% |
| 121 | 65 | 0.8% |
| 107 | 64 | 0.8% |
| 119 | 64 | 0.8% |
| 110 | 64 | 0.8% |
| 116 | 63 | 0.8% |
| Other values (257) | 5732 | |
| (Missing) | 1607 | 20.1% |
| Value | Count | Frequency (%) |
| 2 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 5 | 2 | < 0.1% |
| 7 | 1 | < 0.1% |
| 8 | 2 | < 0.1% |
| 9 | 2 | < 0.1% |
| 11 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 13 | 1 | < 0.1% |
| 14 | 5 |
| Value | Count | Frequency (%) |
| 333 | 1 | |
| 322 | 1 | |
| 310 | 1 | |
| 309 | 1 | |
| 306 | 1 | |
| 301 | 1 | |
| 288 | 1 | |
| 285 | 1 | |
| 283 | 2 | |
| 282 | 2 |
pt08_s4_no2
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemittelte Sensorreaktion (nominell auf NO2 ausgerichtet) (Wolframoxid)
| Distinct | 1549 |
|---|---|
| Distinct (%) | 20.1% |
| Missing | 289 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1507.352834 |
| Minimum | 657 |
|---|---|
| Maximum | 2775 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 657 |
|---|---|
| 5-th percentile | 940 |
| Q1 | 1305 |
| median | 1508 |
| Q3 | 1707 |
| 95-th percentile | 2059 |
| Maximum | 2775 |
| Range | 2118 |
| Interquartile range (IQR) | 402 |
Descriptive statistics
| Standard deviation | 331.314334 |
|---|---|
| Coefficient of variation (CV) | 0.2197987932 |
| Kurtosis | 0.3117142139 |
| Mean | 1507.352834 |
| Median Absolute Deviation (MAD) | 201 |
| Skewness | 0.1840650459 |
| Sum | 11620183 |
| Variance | 109769.1879 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1580 | 22 | 0.3% |
| 1539 | 20 | 0.3% |
| 1638 | 19 | 0.2% |
| 1488 | 19 | 0.2% |
| 1467 | 19 | 0.2% |
| 1418 | 18 | 0.2% |
| 1570 | 17 | 0.2% |
| 1511 | 17 | 0.2% |
| 1604 | 16 | 0.2% |
| 1473 | 16 | 0.2% |
| Other values (1539) | 7526 | |
| (Missing) | 289 | 3.6% |
| Value | Count | Frequency (%) |
| 657 | 1 | |
| 667 | 1 | |
| 668 | 1 | |
| 674 | 1 | |
| 682 | 1 | |
| 685 | 1 | |
| 697 | 1 | |
| 698 | 2 | |
| 702 | 2 | |
| 709 | 2 |
| Value | Count | Frequency (%) |
| 2775 | 1 | |
| 2746 | 1 | |
| 2691 | 1 | |
| 2684 | 1 | |
| 2679 | 1 | |
| 2667 | 1 | |
| 2665 | 1 | |
| 2662 | 1 | |
| 2643 | 2 | |
| 2641 | 2 |
pt08_s5_o3
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGstuendlich gemitteltes Sensoransprechverhalten (nominell O3-bezogen) (Indiumoxid)
| Distinct | 1681 |
|---|---|
| Distinct (%) | 21.8% |
| Missing | 289 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1024.200026 |
| Minimum | 253 |
|---|---|
| Maximum | 2523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 253 |
|---|---|
| 5-th percentile | 469 |
| Q1 | 737 |
| median | 962 |
| Q3 | 1272 |
| 95-th percentile | 1756.6 |
| Maximum | 2523 |
| Range | 2270 |
| Interquartile range (IQR) | 535 |
Descriptive statistics
| Standard deviation | 393.9370249 |
|---|---|
| Coefficient of variation (CV) | 0.3846289932 |
| Kurtosis | 0.1217666533 |
| Mean | 1024.200026 |
| Median Absolute Deviation (MAD) | 255 |
| Skewness | 0.6543408376 |
| Sum | 7895558 |
| Variance | 155186.3795 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 836 | 19 | 0.2% |
| 825 | 18 | 0.2% |
| 799 | 17 | 0.2% |
| 826 | 17 | 0.2% |
| 777 | 17 | 0.2% |
| 737 | 15 | 0.2% |
| 926 | 15 | 0.2% |
| 923 | 14 | 0.2% |
| 779 | 14 | 0.2% |
| 853 | 14 | 0.2% |
| Other values (1671) | 7549 | |
| (Missing) | 289 | 3.6% |
| Value | Count | Frequency (%) |
| 253 | 1 | < 0.1% |
| 261 | 1 | < 0.1% |
| 263 | 1 | < 0.1% |
| 266 | 1 | < 0.1% |
| 268 | 1 | < 0.1% |
| 274 | 3 | |
| 282 | 1 | < 0.1% |
| 283 | 1 | < 0.1% |
| 286 | 1 | < 0.1% |
| 288 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 2523 | 1 | |
| 2522 | 1 | |
| 2519 | 1 | |
| 2515 | 1 | |
| 2480 | 1 | |
| 2475 | 1 | |
| 2465 | 1 | |
| 2452 | 1 | |
| 2434 | 1 | |
| 2415 | 1 |
| Distinct | 419 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 289 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.47604099 |
| Minimum | 0.3 |
|---|---|
| Maximum | 44.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 0.3 |
|---|---|
| 5-th percentile | 5.7 |
| Q1 | 13.1 |
| median | 19.3 |
| Q3 | 25.4 |
| 95-th percentile | 35.2 |
| Maximum | 44.6 |
| Range | 44.3 |
| Interquartile range (IQR) | 12.3 |
Descriptive statistics
| Standard deviation | 8.662273066 |
|---|---|
| Coefficient of variation (CV) | 0.4447656005 |
| Kurtosis | -0.4715649965 |
| Mean | 19.47604099 |
| Median Absolute Deviation (MAD) | 6.1 |
| Skewness | 0.2476629533 |
| Sum | 150140.8 |
| Variance | 75.03497467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20.8 | 55 | 0.7% |
| 21.3 | 50 | 0.6% |
| 20.2 | 47 | 0.6% |
| 19.8 | 46 | 0.6% |
| 23.7 | 43 | 0.5% |
| 21.7 | 42 | 0.5% |
| 13.8 | 42 | 0.5% |
| 15.6 | 42 | 0.5% |
| 14.6 | 41 | 0.5% |
| 19.7 | 41 | 0.5% |
| Other values (409) | 7260 | |
| (Missing) | 289 | 3.6% |
| Value | Count | Frequency (%) |
| 0.3 | 1 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.8 | 3 | |
| 1 | 3 | |
| 1.2 | 3 | |
| 1.3 | 4 | |
| 1.4 | 4 | |
| 1.5 | 2 | |
| 1.6 | 2 | |
| 1.7 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 44.6 | 1 | < 0.1% |
| 44.3 | 1 | < 0.1% |
| 43.4 | 1 | < 0.1% |
| 43.1 | 1 | < 0.1% |
| 42.8 | 3 | |
| 42.7 | 1 | < 0.1% |
| 42.6 | 1 | < 0.1% |
| 42.5 | 1 | < 0.1% |
| 42.2 | 2 | |
| 42 | 2 |
rh
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGRelative Luftfeuchtigkeit
| Distinct | 748 |
|---|---|
| Distinct (%) | 9.7% |
| Missing | 289 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.96924374 |
| Minimum | 9.2 |
|---|---|
| Maximum | 88.7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 9.2 |
|---|---|
| 5-th percentile | 20.1 |
| Q1 | 35.5 |
| median | 49.4 |
| Q3 | 62.1 |
| 95-th percentile | 77.3 |
| Maximum | 88.7 |
| Range | 79.5 |
| Interquartile range (IQR) | 26.6 |
Descriptive statistics
| Standard deviation | 17.28637789 |
|---|---|
| Coefficient of variation (CV) | 0.3530047959 |
| Kurtosis | -0.8243365121 |
| Mean | 48.96924374 |
| Median Absolute Deviation (MAD) | 13.2 |
| Skewness | -0.0500365358 |
| Sum | 377503.9 |
| Variance | 298.8188606 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 53.1 | 29 | 0.4% |
| 57.9 | 26 | 0.3% |
| 50.8 | 25 | 0.3% |
| 61.1 | 25 | 0.3% |
| 60.8 | 25 | 0.3% |
| 57.6 | 24 | 0.3% |
| 50.9 | 24 | 0.3% |
| 50.1 | 24 | 0.3% |
| 42.8 | 23 | 0.3% |
| 45.9 | 23 | 0.3% |
| Other values (738) | 7461 | |
| (Missing) | 289 | 3.6% |
| Value | Count | Frequency (%) |
| 9.2 | 2 | |
| 9.3 | 1 | |
| 9.6 | 1 | |
| 9.8 | 1 | |
| 9.9 | 1 | |
| 10 | 2 | |
| 10.2 | 1 | |
| 10.7 | 1 | |
| 10.9 | 1 | |
| 11.6 | 1 |
| Value | Count | Frequency (%) |
| 88.7 | 1 | < 0.1% |
| 87.2 | 1 | < 0.1% |
| 87.1 | 1 | < 0.1% |
| 87 | 1 | < 0.1% |
| 86.6 | 1 | < 0.1% |
| 86.5 | 2 | |
| 86 | 1 | < 0.1% |
| 85.7 | 3 | |
| 85.6 | 1 | < 0.1% |
| 85.5 | 1 | < 0.1% |
ah
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSINGAbsolute Luftfeuchtigkeit
| Distinct | 5916 |
|---|---|
| Distinct (%) | 76.8% |
| Missing | 290 |
| Missing (%) | 3.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.08221322 |
| Minimum | 0.2029 |
|---|---|
| Maximum | 2.231 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 62.6 KiB |
Quantile statistics
| Minimum | 0.2029 |
|---|---|
| 5-th percentile | 0.431 |
| Q1 | 0.81685 |
| median | 1.04685 |
| Q3 | 1.371325 |
| 95-th percentile | 1.74483 |
| Maximum | 2.231 |
| Range | 2.0281 |
| Interquartile range (IQR) | 0.554475 |
Descriptive statistics
| Standard deviation | 0.3945472683 |
|---|---|
| Coefficient of variation (CV) | 0.3645744304 |
| Kurtosis | -0.5447850012 |
| Mean | 1.08221322 |
| Median Absolute Deviation (MAD) | 0.27505 |
| Skewness | 0.1646344979 |
| Sum | 8341.6995 |
| Variance | 0.1556675469 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8394 | 6 | 0.1% |
| 1.1199 | 6 | 0.1% |
| 0.8736 | 5 | 0.1% |
| 0.9271 | 5 | 0.1% |
| 0.8325 | 5 | 0.1% |
| 0.9684 | 5 | 0.1% |
| 1.0594 | 5 | 0.1% |
| 0.8944 | 4 | 0.1% |
| 1.0551 | 4 | 0.1% |
| 1.1665 | 4 | 0.1% |
| Other values (5906) | 7659 | |
| (Missing) | 290 | 3.6% |
| Value | Count | Frequency (%) |
| 0.2029 | 1 | |
| 0.218 | 1 | |
| 0.2185 | 1 | |
| 0.2193 | 1 | |
| 0.2397 | 1 | |
| 0.242 | 1 | |
| 0.2462 | 1 | |
| 0.2477 | 1 | |
| 0.2581 | 1 | |
| 0.2586 | 1 |
| Value | Count | Frequency (%) |
| 2.231 | 1 | |
| 2.1806 | 1 | |
| 2.1766 | 1 | |
| 2.1719 | 1 | |
| 2.1395 | 1 | |
| 2.1362 | 1 | |
| 2.1247 | 1 | |
| 2.1195 | 1 | |
| 2.117 | 1 | |
| 2.1164 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| date | co_gt | pt08_s1_co | nmhc_gt | c6h6_gt | pt08_s2_nmhc | nox_gt | pt08_s3_nox | no2_gt | pt08_s4_no2 | pt08_s5_o3 | t | rh | ah | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2004-03-10 18:00:00 | 2.6 | 1360.0 | 150.0 | 11.9 | 1046.0 | 166.0 | 1056.0 | 113.0 | 1692.0 | 1268.0 | 13.6 | 48.9 | 0.7578 |
| 1 | 2004-03-10 19:00:00 | 2.0 | 1292.0 | 112.0 | 9.4 | 955.0 | 103.0 | 1174.0 | 92.0 | 1559.0 | 972.0 | 13.3 | 47.7 | 0.7255 |
| 2 | 2004-03-10 20:00:00 | 2.2 | 1402.0 | 88.0 | 9.0 | 939.0 | 131.0 | 1140.0 | 114.0 | 1555.0 | 1074.0 | 11.9 | 54.0 | 0.7502 |
| 3 | 2004-03-10 21:00:00 | 2.2 | 1376.0 | 80.0 | 9.2 | 948.0 | 172.0 | 1092.0 | 122.0 | 1584.0 | 1203.0 | 11.0 | 60.0 | 0.7867 |
| 4 | 2004-03-10 22:00:00 | 1.6 | 1272.0 | 51.0 | 6.5 | 836.0 | 131.0 | 1205.0 | 116.0 | 1490.0 | 1110.0 | 11.2 | 59.6 | 0.7888 |
| 5 | 2004-03-10 23:00:00 | 1.2 | 1197.0 | 38.0 | 4.7 | 750.0 | 89.0 | 1337.0 | 96.0 | 1393.0 | 949.0 | 11.2 | 59.2 | 0.7848 |
| 6 | 2004-03-11 00:00:00 | 1.2 | 1185.0 | 31.0 | 3.6 | 690.0 | 62.0 | 1462.0 | 77.0 | 1333.0 | 733.0 | 11.3 | 56.8 | 0.7603 |
| 7 | 2004-03-11 01:00:00 | 1.0 | 1136.0 | 31.0 | 3.3 | 672.0 | 62.0 | 1453.0 | 76.0 | 1333.0 | 730.0 | 10.7 | 60.0 | 0.7702 |
| 8 | 2004-03-11 02:00:00 | 0.9 | 1094.0 | 24.0 | 2.3 | 609.0 | 45.0 | 1579.0 | 60.0 | 1276.0 | 620.0 | 10.7 | 59.7 | 0.7648 |
| 9 | 2004-03-11 03:00:00 | 0.6 | 1010.0 | 19.0 | 1.7 | 561.0 | NaN | 1705.0 | NaN | 1235.0 | 501.0 | 10.3 | 60.2 | 0.7517 |
Last rows
| date | co_gt | pt08_s1_co | nmhc_gt | c6h6_gt | pt08_s2_nmhc | nox_gt | pt08_s3_nox | no2_gt | pt08_s4_no2 | pt08_s5_o3 | t | rh | ah | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 7988 | 2005-02-06 14:00:00 | 1.0 | 868.0 | NaN | 2.1 | 590.0 | 127.0 | 1081.0 | 100.0 | 753.0 | 420.0 | 10.6 | 26.0 | 0.3320 |
| 7989 | 2005-02-06 15:00:00 | 0.8 | 868.0 | NaN | 1.9 | 576.0 | 96.0 | 1128.0 | 78.0 | 755.0 | 363.0 | 10.3 | 27.7 | 0.3481 |
| 7990 | 2005-02-06 16:00:00 | 1.0 | 904.0 | NaN | 2.7 | 633.0 | 138.0 | 1040.0 | 100.0 | 789.0 | 410.0 | 10.2 | 28.3 | 0.3516 |
| 7991 | 2005-02-06 17:00:00 | 1.4 | 944.0 | NaN | 3.7 | 693.0 | 217.0 | 928.0 | 150.0 | 832.0 | 568.0 | 9.2 | 29.9 | 0.3479 |
| 7992 | 2005-02-06 18:00:00 | 1.1 | 925.0 | NaN | 2.9 | 649.0 | 186.0 | 1003.0 | 142.0 | 819.0 | 570.0 | 6.9 | 36.4 | 0.3635 |
| 7993 | 2005-02-06 19:00:00 | 1.6 | 985.0 | NaN | 4.5 | 736.0 | 227.0 | 891.0 | 165.0 | 875.0 | 774.0 | 6.0 | 38.0 | 0.3584 |
| 7994 | 2005-02-06 20:00:00 | 1.8 | 1002.0 | NaN | 5.3 | 780.0 | 252.0 | 855.0 | 179.0 | 892.0 | 857.0 | 5.8 | 36.4 | 0.3385 |
| 7995 | 2005-02-06 21:00:00 | 1.4 | 938.0 | NaN | 3.7 | 692.0 | 193.0 | 937.0 | 149.0 | 805.0 | 737.0 | 5.8 | 35.4 | 0.3286 |
| 7996 | 2005-02-06 22:00:00 | 1.1 | 896.0 | NaN | 2.6 | 627.0 | 158.0 | 1033.0 | 126.0 | 782.0 | 610.0 | 5.4 | 36.6 | 0.3304 |
| 7997 | 2005-02-06 23:00:00 | 1.0 | 907.0 | NaN | 2.4 | 614.0 | 150.0 | 1052.0 | 120.0 | 782.0 | 627.0 | 5.1 | 37.9 | 0.3358 |